首页 > 最新文献

Theoretical and Applied Climatology最新文献

英文 中文
Innovative versus traditional statistical methods in hydropluviometric: a detailed analysis of trends in the Wadi Mina Basin (Northwest of Algeria) 水文测量中的创新统计方法与传统统计方法:对瓦迪米纳盆地(阿尔及利亚西北部)趋势的详细分析
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-01 DOI: 10.1007/s00704-024-05127-x
F. Hallouz, M. Meddi, S. E. Ali Rahmani, I. Abdi

Algeria, a semi-arid Mediterranean country, is distinguished by a more marked interannual variability in solid inputs compared to liquid inputs. This study aimed to comprehensively analyze hydrometeorological variables, such as rainfall, suspended sediment load, and flood flows in the Wadi Mina basin (6048 km2), using both traditional and advanced statistical techniques. These techniques included the MK trend tests MMK, and TFPWMK, as well as newer methods such as ITA and IPTA. To identify breakpoints, the CUSUM test and the SQ-MK test were used. The study was based on monthly data covering 40 years of rainfall (1970–2010) and 41 years of data on flood flows and suspended sediment load (1969–2010). The results indicated stable annual rainfall across the stations, suggesting a consistent rainfall regime over time. However, notable variability in sediment loads and flood flows was observed, with stations like Ain Hamara, Sidi Aek Djilali, and Wadi El Abtal displaying marked decreases in annual sediment loads, hinting at effective erosion control or natural attenuation of erosive processes. In contrast, a significant increase in flood events was recorded at Ain Hamara, attributed to climatic fluctuations or land use changes affecting runoff. Monthly analyses further demonstrated the enhanced sensitivity of ITA and IPTA over traditional methods, effectively uncovering subtle trends not detected by MK, MMK, and TFPWMK. For example, increasing rainfall trends during winter at Takhmert station and significant sediment transport patterns at Ain Hamara during colder months suggested dynamic seasonal hydrological behaviors. Additionally, critical insights into abrupt changes were revealed through CUSUM and SQ-MK tests, such as a pivotal shift in flood regimes at Takhmert in 2003 and a critical change in rainfall patterns at Ain Hamara in 2008, necessitating adjustments in water management and agricultural practices.

阿尔及利亚是一个半干旱的地中海国家,与液体输入相比,固体输入的年际变化更为显著。这项研究旨在利用传统和先进的统计技术,全面分析瓦迪米纳盆地(6048 平方公里)的降雨量、悬浮泥沙量和洪水流量等水文气象变量。这些技术包括 MK 趋势测试 MMK 和 TFPWMK,以及 ITA 和 IPTA 等新方法。为了确定断点,使用了 CUSUM 检验和 SQ-MK 检验。研究基于 40 年降雨量(1970-2010 年)的月度数据以及 41 年洪水流量和悬浮泥沙负荷(1969-2010 年)的数据。研究结果表明,各站的年降雨量稳定,表明降雨机制长期以来保持一致。然而,在沉积物负荷和洪水流量方面却出现了明显的变化,Ain Hamara、Sidi Aek Djilali 和 Wadi El Abtal 等站点的年沉积物负荷明显下降,这表明侵蚀控制有效或侵蚀过程自然减弱。与此相反,艾因哈马拉记录到的洪水事件明显增加,原因是气候波动或土地利用变化影响了径流。月度分析进一步表明,与传统方法相比,ITA 和 IPTA 的灵敏度更高,可有效发现 MK、MMK 和 TFPWMK 检测不到的微妙趋势。例如,Takhmert 站冬季降雨量的增加趋势和 Ain Hamara 站在寒冷月份的显著沉积物迁移模式表明了动态的季节性水文行为。此外,通过 CUSUM 和 SQ-MK 检验,还揭示了一些重要的突变现象,如 2003 年塔克莫特洪水机制的关键性转变,以及 2008 年艾因哈马拉降雨模式的关键性变化,从而有必要调整水资源管理和农业实践。
{"title":"Innovative versus traditional statistical methods in hydropluviometric: a detailed analysis of trends in the Wadi Mina Basin (Northwest of Algeria)","authors":"F. Hallouz, M. Meddi, S. E. Ali Rahmani, I. Abdi","doi":"10.1007/s00704-024-05127-x","DOIUrl":"https://doi.org/10.1007/s00704-024-05127-x","url":null,"abstract":"<p>Algeria, a semi-arid Mediterranean country, is distinguished by a more marked interannual variability in solid inputs compared to liquid inputs. This study aimed to comprehensively analyze hydrometeorological variables, such as rainfall, suspended sediment load, and flood flows in the Wadi Mina basin (6048 km<sup>2</sup>), using both traditional and advanced statistical techniques. These techniques included the MK trend tests MMK, and TFPWMK, as well as newer methods such as ITA and IPTA. To identify breakpoints, the CUSUM test and the SQ-MK test were used. The study was based on monthly data covering 40 years of rainfall (1970–2010) and 41 years of data on flood flows and suspended sediment load (1969–2010). The results indicated stable annual rainfall across the stations, suggesting a consistent rainfall regime over time. However, notable variability in sediment loads and flood flows was observed, with stations like Ain Hamara, Sidi Aek Djilali, and Wadi El Abtal displaying marked decreases in annual sediment loads, hinting at effective erosion control or natural attenuation of erosive processes. In contrast, a significant increase in flood events was recorded at Ain Hamara, attributed to climatic fluctuations or land use changes affecting runoff. Monthly analyses further demonstrated the enhanced sensitivity of ITA and IPTA over traditional methods, effectively uncovering subtle trends not detected by MK, MMK, and TFPWMK. For example, increasing rainfall trends during winter at Takhmert station and significant sediment transport patterns at Ain Hamara during colder months suggested dynamic seasonal hydrological behaviors. Additionally, critical insights into abrupt changes were revealed through CUSUM and SQ-MK tests, such as a pivotal shift in flood regimes at Takhmert in 2003 and a critical change in rainfall patterns at Ain Hamara in 2008, necessitating adjustments in water management and agricultural practices.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"53 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study of urban warming in Chandigarh union territory, India: geospatial approach 印度昌迪加尔中央直辖区城市变暖研究:地理空间方法
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-01 DOI: 10.1007/s00704-024-05128-w
Jyoti Saini, Anil Kumar Gupta, Anamika Shrivastava, Renu Dhupper

Increasing population density leads to higher building density and significant alterations in urban land use and land cover (LULC). Particularly, the expansion of built-up areas substantially influences land surface temperature (LST), contributing to the formation of urban heat islands (UHI). This study aims to determine the relationship between UHI formations and the presence of urban grey infrastructure versus green spaces over a 22-year period. The research involves developing maps of NDVI, NDBI, LULC, LST, UHI, and UTFVI using Landsat 4–5 TM and 8–9 OLI/TIRS satellite images for the years 2000 and 2022. Data processing was conducted using ArcGIS Desktop and ERDAS Imagine, with results assessed in MATLAB and Excel. The findings reveal significant changes in NDVI, NDBI, and LST in the study area over time, highlighting the UHI effect characterized by a temperature increase of approximately 5–6 °C. Conversely, the UTFVI study indicated an improvement in ecological conditions in some areas by 2022 due to increased NDVI. This study underscores the importance of comprehensive land-use strategies to promote a sustainable and climate-resilient future for Chandigarh by mitigating the UHI effect through the enhancement of green vegetation in regions with rising LST. Furthermore, the LULC mapping accuracy is tested with an outstanding precision of 95%.

人口密度的增加导致建筑密度提高,城市土地利用和土地覆盖(LULC)也发生了重大变化。特别是,建筑密集区的扩大极大地影响了地表温度(LST),导致了城市热岛(UHI)的形成。本研究旨在确定 22 年间 UHI 的形成与城市灰色基础设施和绿地之间的关系。研究包括利用 2000 年和 2022 年的 Landsat 4-5 TM 和 8-9 OLI/TIRS 卫星图像绘制 NDVI、NDBI、LULC、LST、UHI 和 UTFVI 地图。使用 ArcGIS Desktop 和 ERDAS Imagine 进行了数据处理,并使用 MATLAB 和 Excel 对结果进行了评估。研究结果表明,随着时间的推移,研究区域的 NDVI、NDBI 和 LST 发生了显著变化,突出显示了以温度上升约 5-6 ℃ 为特征的超高温影响。相反,UTFVI 研究表明,到 2022 年,由于 NDVI 的增加,一些地区的生态条件将得到改善。这项研究强调了综合土地利用战略的重要性,通过在 LST 上升的地区增加绿色植被来缓解 UHI 效应,从而促进昌迪加尔未来的可持续发展和气候适应能力。此外,土地利用、土地利用变化和气候绘图的精确度经测试达到了 95% 的优异水平。
{"title":"Study of urban warming in Chandigarh union territory, India: geospatial approach","authors":"Jyoti Saini, Anil Kumar Gupta, Anamika Shrivastava, Renu Dhupper","doi":"10.1007/s00704-024-05128-w","DOIUrl":"https://doi.org/10.1007/s00704-024-05128-w","url":null,"abstract":"<p>Increasing population density leads to higher building density and significant alterations in urban land use and land cover (LULC). Particularly, the expansion of built-up areas substantially influences land surface temperature (LST), contributing to the formation of urban heat islands (UHI). This study aims to determine the relationship between UHI formations and the presence of urban grey infrastructure versus green spaces over a 22-year period. The research involves developing maps of NDVI, NDBI, LULC, LST, UHI, and UTFVI using Landsat 4–5 TM and 8–9 OLI/TIRS satellite images for the years 2000 and 2022. Data processing was conducted using ArcGIS Desktop and ERDAS Imagine, with results assessed in MATLAB and Excel. The findings reveal significant changes in NDVI, NDBI, and LST in the study area over time, highlighting the UHI effect characterized by a temperature increase of approximately 5–6 °C. Conversely, the UTFVI study indicated an improvement in ecological conditions in some areas by 2022 due to increased NDVI. This study underscores the importance of comprehensive land-use strategies to promote a sustainable and climate-resilient future for Chandigarh by mitigating the UHI effect through the enhancement of green vegetation in regions with rising LST. Furthermore, the LULC mapping accuracy is tested with an outstanding precision of 95%.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"49 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865590","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the similarity relationships from the nondimensionalization of atmospheric turbulence 从大气湍流的非维度化探索相似性关系
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-30 DOI: 10.1007/s00704-024-05112-4
Zihan Liu, Hongsheng Zhang, Xuhui Cai, Yu Song

Nondimensionalization, a theoretical approach for establishing interconnections among parameters within a set of equations, has proven to be an effective tool for the analysis of atmospheric turbulence. By applying nondimensionalization to turbulence equations, a concise form of dimensionless turbulence functions can be obtained. This process also yields several dimensionless parameters, defined as combinations of characteristic scales. From the dimensionless tensor ({B}) and vector ({{varvec{beta}}}_{theta}) introduced in this study, the characteristic length scale, ({z}^{s}), can be defined as an alternative of length scale in similarity theories. Using the data from observational station in Horqin Sandy Land, quantified verifications of similarity relationships are carried out. The dimensionless parameters derived from nondimensionalization is not only in accordance with traditional turbulence theories but also facilitate the derivation of relationships among other dimensionless parameters. This reveals new similarity relationships that supplement the Monin–Obukhov theory. Under conditions of flat terrain and steady motions, the new length scale gives rise to similarity relationships exhibiting “4/3” exponential and near-linear patterns, which are associated with turbulent transport. These results make it possible to obtain the turbulent fluxes directly from the statistics of meteorological elements, even in stable stratifications. Consequently, the method of nondimensionalization can be taken as a reference in parameterization schemes of turbulence and climate models, and is fruitful in prospect of further study on atmospheric turbulence.

无量纲化是一种在方程组中建立参数间相互联系的理论方法,已被证明是分析大气湍流的有效工具。通过对湍流方程进行无量纲化,可以获得无量纲湍流函数的简明形式。这一过程还能得到几个无量纲参数,它们被定义为特征尺度的组合。从本研究引入的无量纲张量({B})和矢量({varvec{beta}}}_{theta}),可以定义特征长度尺度({z}^{s}),作为相似性理论中长度尺度的替代。利用科尔沁沙地观测站的数据,对相似性关系进行了量化验证。无量纲化得到的无量纲参数不仅符合传统的湍流理论,而且有助于推导其他无量纲参数之间的关系。这揭示了补充莫宁-奥布霍夫理论的新的相似性关系。在平坦地形和稳定运动条件下,新长度尺度产生的相似性关系呈现出 "4/3 "指数和近似线性模式,这与湍流输运有关。这些结果使得从气象要素统计中直接获得湍流通量成为可能,即使在稳定的分层中也是如此。因此,无维度化方法可作为湍流和气候模型参数化方案的参考,对进一步研究大气湍流具有重要意义。
{"title":"Exploring the similarity relationships from the nondimensionalization of atmospheric turbulence","authors":"Zihan Liu, Hongsheng Zhang, Xuhui Cai, Yu Song","doi":"10.1007/s00704-024-05112-4","DOIUrl":"https://doi.org/10.1007/s00704-024-05112-4","url":null,"abstract":"<p>Nondimensionalization, a theoretical approach for establishing interconnections among parameters within a set of equations, has proven to be an effective tool for the analysis of atmospheric turbulence. By applying nondimensionalization to turbulence equations, a concise form of dimensionless turbulence functions can be obtained. This process also yields several dimensionless parameters, defined as combinations of characteristic scales. From the dimensionless tensor <span>({B})</span> and vector <span>({{varvec{beta}}}_{theta})</span> introduced in this study, the characteristic length scale, <span>({z}^{s})</span>, can be defined as an alternative of length scale in similarity theories. Using the data from observational station in Horqin Sandy Land, quantified verifications of similarity relationships are carried out. The dimensionless parameters derived from nondimensionalization is not only in accordance with traditional turbulence theories but also facilitate the derivation of relationships among other dimensionless parameters. This reveals new similarity relationships that supplement the Monin–Obukhov theory. Under conditions of flat terrain and steady motions, the new length scale gives rise to similarity relationships exhibiting “4/3” exponential and near-linear patterns, which are associated with turbulent transport. These results make it possible to obtain the turbulent fluxes directly from the statistics of meteorological elements, even in stable stratifications. Consequently, the method of nondimensionalization can be taken as a reference in parameterization schemes of turbulence and climate models, and is fruitful in prospect of further study on atmospheric turbulence.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"25 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation and selection of CMIP6 GCMs for the characterization of temperature and precipitation in Central-Western Argentina 评估和选择用于描述阿根廷中西部地区气温和降水特征的 CMIP6 全球环流模型
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-30 DOI: 10.1007/s00704-024-05123-1
Georgina Marianetti, Juan A. Rivera, María Laura Bettolli

Climate models are indispensable tools for decision-making, yet their efficacy in characterizing climatic conditions in regions of complex topography, such as Central-Western Argentina (CWA), remains challenging. Therefore, the main objective of this study was to evaluate mean and extreme values of temperature and precipitation simulations from a set of CMIP6 climate models in CWA. The mean values were compared against CRU TS 4.05 for the period 1950–2014; and the extreme values against ERA5 for the temperature and ERA5, CPC, and CHIRPS for the precipitation during 1981–2010. To evaluate the mean values, we considered several statistical metrics that accounted for the representation of the annual cycle, the long-term trends, and the spatial patterns, followed by a selection of the climate models that best represent the region. Subsequently, we analyzed 20 climate extreme indices using Taylor Diagrams and box-and-whiskers plots. The CMIP6 models tended to exhibit a wet bias over CWA, with temperature simulations warmer (colder) than observations over the Andes (Lowlands). Moreover, most models adequately captured the increase in temperature, as well as the increase in precipitation in the lowlands and its decrease in the Andes. From the set of 24 precipitation and 12 temperature simulations, we evaluated the performance for the representation of climate extremes, finding that most models had difficulties with the quantification of indices based on percentiles. This climate information can be valuable to obtain more accurate climate projections for CWA and to aid decision-making in a region with significant wine production and high reliance on water resources.

气候模型是不可或缺的决策工具,但在描述阿根廷中西部(CWA)等地形复杂地区的气候条件时,气候模型的功效仍具有挑战性。因此,本研究的主要目的是评估 CMIP6 气候模式在 CWA 地区模拟的气温和降水的平均值和极端值。1950-2014年期间的平均值与CRU TS 4.05进行了比较;1981-2010年期间的温度极端值与ERA5进行了比较,降水极端值与ERA5、CPC和CHIRPS进行了比较。为了评估平均值,我们考虑了几个统计指标,这些指标考虑了年周期、长期趋势和空间模式的代表性,然后选择了最能代表该地区的气候模式。随后,我们利用泰勒图和盒须图分析了 20 个气候极端指数。CMIP6 模型在 CWA 上往往表现出湿润偏差,在安第斯山脉(低地)模拟的气温比观测值要高(低)。此外,大多数模式都充分捕捉到了气温的上升,以及低地降水的增加和安第斯山脉降水的减少。从 24 个降水和 12 个温度模拟中,我们评估了极端气候的表现,发现大多数模型在基于百分位数的指数量化方面存在困难。这些气候信息对于为 CWA 获取更准确的气候预测非常有价值,也有助于这个葡萄酒产量巨大且高度依赖水资源的地区做出决策。
{"title":"Evaluation and selection of CMIP6 GCMs for the characterization of temperature and precipitation in Central-Western Argentina","authors":"Georgina Marianetti, Juan A. Rivera, María Laura Bettolli","doi":"10.1007/s00704-024-05123-1","DOIUrl":"https://doi.org/10.1007/s00704-024-05123-1","url":null,"abstract":"<p>Climate models are indispensable tools for decision-making, yet their efficacy in characterizing climatic conditions in regions of complex topography, such as Central-Western Argentina (CWA), remains challenging. Therefore, the main objective of this study was to evaluate mean and extreme values of temperature and precipitation simulations from a set of CMIP6 climate models in CWA. The mean values were compared against CRU TS 4.05 for the period 1950–2014; and the extreme values against ERA5 for the temperature and ERA5, CPC, and CHIRPS for the precipitation during 1981–2010. To evaluate the mean values, we considered several statistical metrics that accounted for the representation of the annual cycle, the long-term trends, and the spatial patterns, followed by a selection of the climate models that best represent the region. Subsequently, we analyzed 20 climate extreme indices using Taylor Diagrams and box-and-whiskers plots. The CMIP6 models tended to exhibit a wet bias over CWA, with temperature simulations warmer (colder) than observations over the Andes (Lowlands). Moreover, most models adequately captured the increase in temperature, as well as the increase in precipitation in the lowlands and its decrease in the Andes. From the set of 24 precipitation and 12 temperature simulations, we evaluated the performance for the representation of climate extremes, finding that most models had difficulties with the quantification of indices based on percentiles. This climate information can be valuable to obtain more accurate climate projections for CWA and to aid decision-making in a region with significant wine production and high reliance on water resources.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"74 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inter-basin water governance by transfer rules based on system dynamics 通过基于系统动力学的调水规则进行流域间水资源治理
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-30 DOI: 10.1007/s00704-024-05126-y
Mehri Abdi-Dehkordi, Omid Bozorg-Haddad, Abdolrahim Salavitabar, Hugo A. Loáiciga

Inter-basin water transfers are implemented to counter the uneven geographical distribution of natural water sources. This paper’s novelty consists of providing a system-dynamics framework to evaluate inter-basin water transfers based on integrated water governance. The Big Karun Basin, Iran, has long been of interest to water managers due to its discharge potential. It houses several water-transfer projects that are under operation or under study for possible future implementation. This study implements system dynamics modeling (SDM) in the Big Karun Basin considering existing inter-basin water transfers. This study’s results estimate an average annual 8 to 10 billion cubic meters of water are transfered from the Karun River to the Persian Gulf. Part of this flow can be used to meet some of the water demands in Iran’s central and eastern basins subject to social and environmental assessment of impacts. SDM modeling was also implemented accounting for the existing water transfers plus the under-study water transfers. This study’s results indicate the firm energy from hydropower produced by the Big Karun Basin system would decrease by 28% relative to existing water transfer conditions. This issue raises concerns given the Big Karun Basin contribution to electricity production Iran. The water supply to several sectors would be marginally impacted by future water tranfers, yet water quality would be compromised in some instances. Therefore, the Big Karun Basin water system was simulated considering inter-basin water governance based on hedging rules for the under-study water transfers. Results indicate the minimum drinking and industrial demands could be met. In addition, the firm energy from hydropower produced by the Big Karun Basin system would decline by 12% relative to existing water-transfer conditions and the vulnerability of the water system would decline in terms of required quality for downstream demands and water users in comparison with the full-transfer water condition.

实施流域间调水是为了解决天然水源地域分布不均的问题。本文的新颖之处在于提供了一个系统动力学框架,用于评估基于综合水治理的流域间调水。伊朗大卡伦盆地因其排泄潜力而长期受到水资源管理者的关注。该流域有多个正在运行或正在研究未来可能实施的调水项目。考虑到现有的跨流域调水,本研究在大卡伦流域实施了系统动力学建模(SDM)。研究结果估计,平均每年有 80 到 100 亿立方米的水从卡伦河调入波斯湾。其中部分水量可用于满足伊朗中部和东部流域的部分用水需求,但需进行社会和环境影响评估。此外,还对现有调水和正在研究的调水进行了 SDM 模拟。研究结果表明,与现有调水条件相比,大卡伦流域系统生产的水力发电的稳定能源将减少 28%。鉴于大卡伦流域对伊朗电力生产的贡献,这一问题引起了关注。未来的调水将对多个行业的供水产生轻微影响,但在某些情况下会影响水质。因此,考虑到基于对冲规则的流域间水治理,对大卡伦盆地水系统进行了模拟,以研究调水情况。结果表明,可以满足最低的饮用水和工业需求。此外,与现有调水条件相比,大卡伦流域水电系统生产的稳定能源将减少 12%,与完全调水条件相比,水系统在下游需求和用水户所需水质方面的脆弱性也将下降。
{"title":"Inter-basin water governance by transfer rules based on system dynamics","authors":"Mehri Abdi-Dehkordi, Omid Bozorg-Haddad, Abdolrahim Salavitabar, Hugo A. Loáiciga","doi":"10.1007/s00704-024-05126-y","DOIUrl":"https://doi.org/10.1007/s00704-024-05126-y","url":null,"abstract":"<p>Inter-basin water transfers are implemented to counter the uneven geographical distribution of natural water sources. This paper’s novelty consists of providing a system-dynamics framework to evaluate inter-basin water transfers based on integrated water governance. The Big Karun Basin, Iran, has long been of interest to water managers due to its discharge potential. It houses several water-transfer projects that are under operation or under study for possible future implementation. This study implements system dynamics modeling (SDM) in the Big Karun Basin considering existing inter-basin water transfers. This study’s results estimate an average annual 8 to 10 billion cubic meters of water are transfered from the Karun River to the Persian Gulf. Part of this flow can be used to meet some of the water demands in Iran’s central and eastern basins subject to social and environmental assessment of impacts. SDM modeling was also implemented accounting for the existing water transfers plus the under-study water transfers. This study’s results indicate the firm energy from hydropower produced by the Big Karun Basin system would decrease by 28% relative to existing water transfer conditions. This issue raises concerns given the Big Karun Basin contribution to electricity production Iran. The water supply to several sectors would be marginally impacted by future water tranfers, yet water quality would be compromised in some instances. Therefore, the Big Karun Basin water system was simulated considering inter-basin water governance based on hedging rules for the under-study water transfers. Results indicate the minimum drinking and industrial demands could be met. In addition, the firm energy from hydropower produced by the Big Karun Basin system would decline by 12% relative to existing water-transfer conditions and the vulnerability of the water system would decline in terms of required quality for downstream demands and water users in comparison with the full-transfer water condition.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"102 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of the Skill of CMIP6 models in simulating the interannual variability of Subtropical Indian Ocean SST in present climate 评估 CMIP6 模型模拟当前气候下亚热带印度洋海温年际变化的能力
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-29 DOI: 10.1007/s00704-024-05125-z
Sebastian Anila, C. Gnanaseelan

This study explores the features of leading modes of Subtropical Indian Ocean (SIO) sea surface temperature (SST) variability and their representation in CMIP6 models. The first EOF mode of SIO SST, featured by an SST anomaly elongated from the northwestern to the southeastern SIO region is triggered by the El Niño/Southern Oscillation (ENSO). ENSO-induced wind anomalies over the SIO region weaken the climatological southeasterlies, reduce evaporative cooling, and consequently warm the SST in subtropics. The first SIO mode is closely related to the Indian Ocean Basin Mode. The CMIP6 models’ skill in simulating this mode is attributable to their accurate representation of ENSO impacts in this region. At the same time, the skill of simulation of the second mode, the Subtropical Indian Ocean Dipole (SIOD), is poor in most models due to the misrepresentation of the pure tropical Indian Ocean Dipole (IOD) events. As pure IOD events generate SIOD, underestimation of the occurrence of pure IOD events will affect the development of SIOD in models. The CMIP6 model experiments reveal the absence of ENSO forcing on SIOD. Notably, regardless of the bias in co-occurred and pure IOD events, most of the models overestimate IOD strength due to the easterly surface wind bias and the associated thermocline depth bias. The easterly bias in the equatorial Indian Ocean surface wind weakens the Wyrtki jet, creating a shallow (deep) thermocline bias in the eastern (western) TIO. This induces an overestimation of warm (cold) SST in the western (eastern) TIO during positive IODs.

本研究探讨了亚热带印度洋海面温度(SST)变率的主要模式特征及其在 CMIP6 模式中的表现。SIO SST 的第一种 EOF 模式是由厄尔尼诺/南方涛动(ENSO)引发的从 SIO 西北部向东南部延伸的 SST 异常。厄尔尼诺/南方涛动在南印度洋地区引起的风异常削弱了气候学上的东南风,减少了蒸发冷却,从而使亚热带地区的海温升高。第一种 SIO 模式与印度洋海盆模式密切相关。CMIP6 模式之所以能模拟这一模式,是因为它准确地再现了厄尔尼诺/南方涛动对这一地区的影响。同时,由于对纯热带印度洋偶极子(IOD)事件的错误描述,大多数模式对第二种模式--亚热带印度洋偶极子(SIOD)的模拟能力较差。由于纯 IOD 事件会产生 SIOD,低估纯 IOD 事件的发生会影响模式中 SIOD 的发展。CMIP6 模式试验表明,厄尔尼诺/南方涛动对 SIOD 没有影响。值得注意的是,无论共同发生和纯 IOD 事件的偏差如何,大多数模式都高估了 IOD 强度,这是由于偏东风和相关的热层深度偏差造成的。赤道印度洋表层风的偏东减弱了 Wyrtki 喷射,在东印度洋东部(西部)形成了浅(深)热层偏差。这导致在正 IOD 期间高估了西印度洋(东印度洋)的暖(冷)海温。
{"title":"Evaluation of the Skill of CMIP6 models in simulating the interannual variability of Subtropical Indian Ocean SST in present climate","authors":"Sebastian Anila, C. Gnanaseelan","doi":"10.1007/s00704-024-05125-z","DOIUrl":"https://doi.org/10.1007/s00704-024-05125-z","url":null,"abstract":"<p>This study explores the features of leading modes of Subtropical Indian Ocean (SIO) sea surface temperature (SST) variability and their representation in CMIP6 models. The first EOF mode of SIO SST, featured by an SST anomaly elongated from the northwestern to the southeastern SIO region is triggered by the El Niño/Southern Oscillation (ENSO). ENSO-induced wind anomalies over the SIO region weaken the climatological southeasterlies, reduce evaporative cooling, and consequently warm the SST in subtropics. The first SIO mode is closely related to the Indian Ocean Basin Mode. The CMIP6 models’ skill in simulating this mode is attributable to their accurate representation of ENSO impacts in this region. At the same time, the skill of simulation of the second mode, the Subtropical Indian Ocean Dipole (SIOD), is poor in most models due to the misrepresentation of the pure tropical Indian Ocean Dipole (IOD) events. As pure IOD events generate SIOD, underestimation of the occurrence of pure IOD events will affect the development of SIOD in models. The CMIP6 model experiments reveal the absence of ENSO forcing on SIOD. Notably, regardless of the bias in co-occurred and pure IOD events, most of the models overestimate IOD strength due to the easterly surface wind bias and the associated thermocline depth bias. The easterly bias in the equatorial Indian Ocean surface wind weakens the Wyrtki jet, creating a shallow (deep) thermocline bias in the eastern (western) TIO. This induces an overestimation of warm (cold) SST in the western (eastern) TIO during positive IODs.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"45 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Atmospheric preconditions investigation of wet-cold compound events in Greece between 1980 and 2004 1980 年至 2004 年希腊湿冷复合事件的大气先决条件调查
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-27 DOI: 10.1007/s00704-024-05122-2
Iason Markantonis, Diamando Vlachogiannis, Athanasios Sfetsos, Ioannis Kioutsioukis

This study investigates the origins and the atmospheric circulation patterns that led to the occurrence of Wet-Cold compound events (WCCEs) recorded by the Hellenic National Meteorological Service (HNMS) between 1980 and 2004. The study employed two methods to provide insights into the issue. The first method involved identifying clusters from backward trajectories (BTs) at three heights above the arrival point (500, 1500 and 5500 m). The second method aimed at detecting weather patterns (WPs) that result from the clustering of atmospheric pressure at sea level (SLP) and the geopotential height (GH500) at 500 hPa using ERA5 reanalysis data. To detect clusters for both methods, k-means clustering was applied. The analysis of backward trajectories produced seven clusters of BTs at each height level. Most of these clusters originated from the northwest or north, with medium, short, and long-distance clusters observed at the heights of 500 m, 1500 m and 5500 m, respectively. Despite analysing the temporal data, no clear connection was established between the clusters and months. From the cluster of GH500 and SLP variables for 94 different dates, we derived three main weather patterns. All weather patterns showed high GH500 values in Western Europe and lower GH500 values in Eastern Europe. Although SLP values differed significantly among the clusters, they helped to identify distinct weather patterns. Finally, we found that on 7 out of a total of 94 different dates with WCCEs, large amounts of moisture are transported through the atmosphere to Greece over long distances by atmospheric rivers (ARs).

本研究调查了希腊国家气象局(HNMS)在 1980 年至 2004 年期间记录的导致湿冷复合事件(WCCEs)发生的起源和大气环流模式。研究采用了两种方法来深入探讨这一问题。第一种方法是从到达点上方三个高度(500 米、1500 米和 5500 米)的后向轨迹(BT)中识别群集。第二种方法旨在利用ERA5再分析数据,从海平面大气压力(SLP)和500 hPa处的位势高度(GH500)的聚类中探测天气模式(WP)。为了检测这两种方法的聚类,采用了 k-means 聚类方法。对后退轨迹的分析在每个高度层都产生了七个 BT 聚类。这些集群大多来自西北或北方,在 500 米、1500 米和 5500 米高度分别观测到中距离、短距离和长距离集群。尽管对时间数据进行了分析,但这些群组与月份之间并没有明确的联系。从 94 个不同日期的 GH500 和 SLP 变量群中,我们得出了三种主要天气模式。所有天气模式都显示,西欧的 GH500 值较高,而东欧的 GH500 值较低。虽然各组别的 SLP 值差异很大,但它们有助于确定不同的天气模式。最后,我们发现,在总共 94 个有 WCCE 的不同日期中,有 7 个日期有大量水汽通过大气河流(AR)长距离输送到希腊。
{"title":"Atmospheric preconditions investigation of wet-cold compound events in Greece between 1980 and 2004","authors":"Iason Markantonis, Diamando Vlachogiannis, Athanasios Sfetsos, Ioannis Kioutsioukis","doi":"10.1007/s00704-024-05122-2","DOIUrl":"https://doi.org/10.1007/s00704-024-05122-2","url":null,"abstract":"<p>This study investigates the origins and the atmospheric circulation patterns that led to the occurrence of Wet-Cold compound events (WCCEs) recorded by the Hellenic National Meteorological Service (HNMS) between 1980 and 2004. The study employed two methods to provide insights into the issue. The first method involved identifying clusters from backward trajectories (BTs) at three heights above the arrival point (500, 1500 and 5500 m). The second method aimed at detecting weather patterns (WPs) that result from the clustering of atmospheric pressure at sea level (SLP) and the geopotential height (GH500) at 500 hPa using ERA5 reanalysis data. To detect clusters for both methods, k-means clustering was applied. The analysis of backward trajectories produced seven clusters of BTs at each height level. Most of these clusters originated from the northwest or north, with medium, short, and long-distance clusters observed at the heights of 500 m, 1500 m and 5500 m, respectively. Despite analysing the temporal data, no clear connection was established between the clusters and months. From the cluster of GH500 and SLP variables for 94 different dates, we derived three main weather patterns. All weather patterns showed high GH500 values in Western Europe and lower GH500 values in Eastern Europe. Although SLP values differed significantly among the clusters, they helped to identify distinct weather patterns. Finally, we found that on 7 out of a total of 94 different dates with WCCEs, large amounts of moisture are transported through the atmosphere to Greece over long distances by atmospheric rivers (ARs).</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"43 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141784273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inter-America meridional circulation and boreal summer climate 美洲经向环流与北方夏季气候
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-27 DOI: 10.1007/s00704-024-05115-1
Mark R. Jury

Atmospheric convection across the northern inter-Americas is modulated by trade-wind subsidence and subtropical easterly waves from June to October. Northward migration of the equatorial trough is coupled to the meridional circulation (MC) and surface temperatures above 27ºC. Forming a MC index via S-N height sections of total and anomalous streamfunction, statistical relationships are examined which focus on Jun-Oct season when the South American monsoon is quiescent. Both east Pacific and tropical north Atlantic exhibit cool ocean – dry atmosphere response to an intensified MC. During periods of faster MC, composite humidity is depleted over the Caribbean 10–25 N in conjunction with westerly wind shear, thereby limiting atmospheric convection. The ocean response to intensified MC is evaporative cooling and a deep layer of increased salinity in the Caribbean, that may sustain anomalous air-sea interactions. Long-term trends reveal intensification of the MC in boreal summer: rising over the Amazon, subsiding over the Caribbean, inter-connected by lower and upper airflows. The annually pulsed MC conspires with inter-decadal trends to produce many of the features presented.

从 6 月到 10 月,整个美洲北部的大气对流受信风下沉和副热带东风波的调节。赤道槽的北移与经向环流(MC)和 27ºC 以上的地表温度相关联。通过总流和异常流功能的 S-N 高度剖面形成 MC 指数,研究了统计关系,重点是南美季风静止的 6 月至 10 月季节。东太平洋和热带北大西洋都表现出冷凉海洋-干燥大气对加强的 MC 的响应。在加速的 MC 期间,加勒比海 10-25 N 的复合湿度与西风切变共同消耗,从而限制了大气对流。海洋对增强的 MC 的反应是蒸发冷却和加勒比海盐度增加的深层,这可能会维持异常的海气相互作用。长期趋势揭示了北方夏季 MC 的增强:在亚马逊上空上升,在加勒比海上空下降,由低层和高层气流相互连接。每年脉动的 MC 与年代际趋势共同产生了所呈现的许多特征。
{"title":"Inter-America meridional circulation and boreal summer climate","authors":"Mark R. Jury","doi":"10.1007/s00704-024-05115-1","DOIUrl":"https://doi.org/10.1007/s00704-024-05115-1","url":null,"abstract":"<p>Atmospheric convection across the northern inter-Americas is modulated by trade-wind subsidence and subtropical easterly waves from June to October. Northward migration of the equatorial trough is coupled to the meridional circulation (MC) and surface temperatures above 27ºC. Forming a MC index via S-N height sections of total and anomalous streamfunction, statistical relationships are examined which focus on Jun-Oct season when the South American monsoon is quiescent. Both east Pacific and tropical north Atlantic exhibit cool ocean – dry atmosphere response to an intensified MC. During periods of faster MC, composite humidity is depleted over the Caribbean 10–25 N in conjunction with westerly wind shear, thereby limiting atmospheric convection. The ocean response to intensified MC is evaporative cooling and a deep layer of increased salinity in the Caribbean, that may sustain anomalous air-sea interactions. Long-term trends reveal intensification of the MC in boreal summer: rising over the Amazon, subsiding over the Caribbean, inter-connected by lower and upper airflows. The annually pulsed MC conspires with inter-decadal trends to produce many of the features presented.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"9 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141784291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Homogeneity analysis of daily precipitation series in Paraná State, Southern Brazil 巴西南部巴拉那州日降水量序列的同质性分析
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1007/s00704-024-05119-x
André Rodrigues da Silva, Bruna Forestieri Bolonhez, Hemerson Donizete Pinheiro

The analysis of extreme precipitation events plays a crucial role in the management of water resources, infrastructure, public water supply, agriculture, fire control, and public health. For an accurate characterization of precipitation events using historical series, the observed variations must be solely attributable to weather and climate conditions. This study aimed to identify homogeneous gauge stations in Paraná State, southern Brazil, based on four statistical tests (SNHT, Buishand, Pettitt, and Von Neumann) and conduct a homogeneity analysis of daily rainfall data. Missing values were imputed into the time series, and only stations with up to 25% of data gaps were included. Of the 482 stations analyzed in the state, 73.7% (n = 355) demonstrated homogeneity, 11.6% (n = 56) were considered doubtful, and 14.7% (n = 71) were deemed suspect. The highest number of homogeneity breaks was recorded from 1990 to 2005. The number of breaks during this period was estimated at 75 (59.1%) by SNHT, 86 (67.7%) by the Buishand test, and 89 (70.1%) by the Pettitt test. The year with the highest number of homogeneity breaks was 1998, with 81 breaks identified by the Pettitt test. These breaks may be related to El Niño and La Niña phenomena, given that a large sample of rainfall stations was analyzed in the study.

对极端降水事件的分析在水资源管理、基础设施、公共供水、农业、消防和公共卫生方面发挥着至关重要的作用。要利用历史序列准确描述降水事件,观测到的变化必须完全归因于天气和气候条件。本研究旨在根据四种统计检验方法(SNHT、Buishand、Pettitt 和 Von Neumann)确定巴西南部巴拉那州的同质性测站,并对日降雨量数据进行同质性分析。对时间序列中的缺失值进行了估算,只有数据缺口不超过 25% 的站点才被包括在内。在该州分析的 482 个站点中,73.7%(n = 355)显示出同质性,11.6%(n = 56)被认为是可疑的,14.7%(n = 71)被认为是可疑的。1990 年至 2005 年期间,同质性破坏的数量最多。在此期间,根据 SNHT 方法估计的同质性破坏数量为 75 个(59.1%),根据 Buishand 检验方法估计的同质性破坏数量为 86 个(67.7%),根据 Pettitt 检验方法估计的同质性破坏数量为 89 个(70.1%)。同质性断裂最多的年份是 1998 年,佩蒂特检验确定了 81 个断裂。鉴于该研究分析了大量雨量站样本,这些断裂可能与厄尔尼诺和拉尼娜现象有关。
{"title":"Homogeneity analysis of daily precipitation series in Paraná State, Southern Brazil","authors":"André Rodrigues da Silva, Bruna Forestieri Bolonhez, Hemerson Donizete Pinheiro","doi":"10.1007/s00704-024-05119-x","DOIUrl":"https://doi.org/10.1007/s00704-024-05119-x","url":null,"abstract":"<p>The analysis of extreme precipitation events plays a crucial role in the management of water resources, infrastructure, public water supply, agriculture, fire control, and public health. For an accurate characterization of precipitation events using historical series, the observed variations must be solely attributable to weather and climate conditions. This study aimed to identify homogeneous gauge stations in Paraná State, southern Brazil, based on four statistical tests (SNHT, Buishand, Pettitt, and Von Neumann) and conduct a homogeneity analysis of daily rainfall data. Missing values were imputed into the time series, and only stations with up to 25% of data gaps were included. Of the 482 stations analyzed in the state, 73.7% (<i>n</i> = 355) demonstrated homogeneity, 11.6% (<i>n</i> = 56) were considered doubtful, and 14.7% (<i>n</i> = 71) were deemed suspect. The highest number of homogeneity breaks was recorded from 1990 to 2005. The number of breaks during this period was estimated at 75 (59.1%) by SNHT, 86 (67.7%) by the Buishand test, and 89 (70.1%) by the Pettitt test. The year with the highest number of homogeneity breaks was 1998, with 81 breaks identified by the Pettitt test. These breaks may be related to El Niño and La Niña phenomena, given that a large sample of rainfall stations was analyzed in the study.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"1 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141784277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the variability and forecastability of time-trends for air temperatures in Greece: a Bayesian approach 评估希腊气温时间趋势的可变性和可预测性:一种贝叶斯方法
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1007/s00704-024-05118-y
Georgios Tsiotas, Athanassios Argiriou, Anna Mamara

This study investigates the variability and forecasting ability of time-trend in mean annual surface air temperatures in Greece. Using Gaussian time-trend models, we first investigate some basic statistical characteristics associated with time-trends, such the mean and variance. This can reveal whether temperatures’ mean and volatility changes are associated with time. To do so, we have used mean measures of the minimum and maximum air temperatures observed at several meteorological stations of the Hellenic Meteorological Service located in Greece for the 1960-2010 period. As a second experiment, we investigate whether temperature trends are forecastable or not using various Gaussian time-trend and no-time-trend models. The results are highly significant since they reveal the seasons, the periods and the type of models for which the inter-annual trends out-perform the no-trend ones. Moreover, they also show the statistical characteristics, such as the mean and variability of the time-trend under various seasons and sub-periods.

本研究探讨了希腊年平均地表气温时间趋势的变异性和预测能力。利用高斯时间趋势模型,我们首先研究了与时间趋势相关的一些基本统计特征,如平均值和方差。这可以揭示气温的平均值和波动性变化是否与时间相关。为此,我们使用了希腊气象局位于希腊的几个气象站在 1960-2010 年期间观测到的最低和最高气温的平均值。作为第二项实验,我们使用各种高斯时间趋势和无时间趋势模型来研究气温趋势是否可预测。结果非常重要,因为它们揭示了年际趋势优于无趋势的季节、时期和模型类型。此外,它们还显示了统计特征,如不同季节和分时段下时间趋势的平均值和变异性。
{"title":"Assessing the variability and forecastability of time-trends for air temperatures in Greece: a Bayesian approach","authors":"Georgios Tsiotas, Athanassios Argiriou, Anna Mamara","doi":"10.1007/s00704-024-05118-y","DOIUrl":"https://doi.org/10.1007/s00704-024-05118-y","url":null,"abstract":"<p>This study investigates the variability and forecasting ability of time-trend in mean annual surface air temperatures in Greece. Using Gaussian time-trend models, we first investigate some basic statistical characteristics associated with time-trends, such the mean and variance. This can reveal whether temperatures’ mean and volatility changes are associated with time. To do so, we have used mean measures of the minimum and maximum air temperatures observed at several meteorological stations of the Hellenic Meteorological Service located in Greece for the 1960-2010 period. As a second experiment, we investigate whether temperature trends are forecastable or not using various Gaussian time-trend and no-time-trend models. The results are highly significant since they reveal the seasons, the periods and the type of models for which the inter-annual trends out-perform the no-trend ones. Moreover, they also show the statistical characteristics, such as the mean and variability of the time-trend under various seasons and sub-periods.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"9 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141784276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Theoretical and Applied Climatology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1